Regularizing autoencoders with wavelet transform for sequence anomaly detection.
Yueyue YaoJianghong MaYunming YePublished in: Pattern Recognit. (2023)
Keyphrases
- anomaly detection
- wavelet transform
- intrusion detection
- anomalous behavior
- detecting anomalies
- network intrusion detection
- network traffic
- multiscale
- multiresolution
- unsupervised anomaly detection
- detecting anomalous
- denoising
- network security
- intrusion detection system
- behavior analysis
- computer security
- one class support vector machines
- negative selection algorithm
- malware detection
- learning algorithm
- connectionist systems
- detect anomalies
- machine learning
- data sets
- input data
- cumulative sum
- computer vision
- feature extraction
- object recognition